Analytics of self-regulated learning scaffolding: effects on learning processes
Li, Tongguang, Fan, Yizhou, Tan, Yuanru, Wang, Yeyu, Singh, Shaveen, Li, Xinyu, Raković, Mladen, van der Graaf, Joep, Lim, Lyn, Yang, Binrui, Molenaar, Inge, Bannert, Maria, Moore, Johanna, Swiecki, Zachari, Tsai, Yi-Shan, Shaffer, David Williamson, Gašević, Dragan
Published in Frontiers in psychology (03.08.2023)
Published in Frontiers in psychology (03.08.2023)
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Journal Article
Reinforcement learning for automatic detection of effective strategies for self-regulated learning
Osakwe, Ikenna, Chen, Guanliang, Fan, Yizhou, Rakovic, Mladen, Li, Xinyu, Singh, Shaveen, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Computers and education. Artificial intelligence (2023)
Published in Computers and education. Artificial intelligence (2023)
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Journal Article
Effects of real-time analytics-based personalized scaffolds on students’ self-regulated learning
Lim, Lyn, Bannert, Maria, van der Graaf, Joep, Singh, Shaveen, Fan, Yizhou, Surendrannair, Surya, Rakovic, Mladen, Molenaar, Inge, Moore, Johanna, Gašević, Dragan
Published in Computers in human behavior (01.02.2023)
Published in Computers in human behavior (01.02.2023)
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Journal Article
Is it a good move? Mining effective tutoring strategies from human–human tutorial dialogues
Lin, Jionghao, Singh, Shaveen, Sha, Lele, Tan, Wei, Lang, David, Gašević, Dragan, Chen, Guanliang
Published in Future generation computer systems (01.02.2022)
Published in Future generation computer systems (01.02.2022)
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Journal Article
Towards investigating the validity of measurement of self-regulated learning based on trace data
Fan, Yizhou, van der Graaf, Joep, Lim, Lyn, Raković, Mladen, Singh, Shaveen, Kilgour, Jonathan, Moore, Johanna, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Metacognition and learning (01.12.2022)
Published in Metacognition and learning (01.12.2022)
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Journal Article
How do students learn with real‐time personalized scaffolds?
Lim, Lyn, Bannert, Maria, Graaf, Joep, Fan, Yizhou, Rakovic, Mladen, Singh, Shaveen, Molenaar, Inge, Gašević, Dragan
Published in British journal of educational technology (01.07.2024)
Published in British journal of educational technology (01.07.2024)
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Journal Article
Towards a fuller picture: Triangulation and integration of the measurement of self‐regulated learning based on trace and think aloud data
Fan, Yizhou, Rakovic, Mladen, Graaf, Joep, Lim, Lyn, Singh, Shaveen, Moore, Johanna, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Journal of computer assisted learning (01.08.2023)
Published in Journal of computer assisted learning (01.08.2023)
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Journal Article
Harnessing the potential of trace data and linguistic analysis to predict learner performance in a multi‐text writing task
Raković, Mladen, Iqbal, Sehrish, Li, Tongguang, Fan, Yizhou, Singh, Shaveen, Surendrannair, Surya, Kilgour, Jonathan, Graaf, Joep, Lim, Lyn, Molenaar, Inge, Bannert, Maria, Moore, Johanna, Gašević, Dragan
Published in Journal of computer assisted learning (01.06.2023)
Published in Journal of computer assisted learning (01.06.2023)
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Journal Article
How to design and evaluate personalized scaffolds for self-regulated learning
van der Graaf, Joep, Raković, Mladen, Fan, Yizhou, Lim, Lyn, Singh, Shaveen, Bannert, Maria, Gašević, Dragan, Molenaar, Inge
Published in Metacognition and learning (01.12.2023)
Published in Metacognition and learning (01.12.2023)
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Journal Article
Towards prescriptive analytics of self‐regulated learning strategies: A reinforcement learning approach
Osakwe, Ikenna, Chen, Guanliang, Fan, Yizhou, Rakovic, Mladen, Singh, Shaveen, Lim, Lyn, Graaf, Joep, Moore, Johanna, Molenaar, Inge, Bannert, Maria, Whitelock‐Wainwright, Alex, Gašević, Dragan
Published in British journal of educational technology (01.07.2024)
Published in British journal of educational technology (01.07.2024)
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Journal Article
Question-driven Learning Analytics: Designing a Teacher Dashboard for Online Breakout Rooms
Pozdniakov, Stanislav, Martinez-Maldonado, Roberto, Singh, Shaveen, Chen, Peter, Richardson, Dan, Bartindale, Tom, Olivier, Patrick, Gasevic, Dragan
Published in 2021 International Conference on Advanced Learning Technologies (ICALT) (01.07.2021)
Published in 2021 International Conference on Advanced Learning Technologies (ICALT) (01.07.2021)
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Conference Proceeding
Educational courseware evaluation using Machine Learning techniques
Singh, Shaveen, Lal, Sunil Pranit
Published in 2013 IEEE Conference on e-Learning, e-Management and e-Services (01.12.2013)
Published in 2013 IEEE Conference on e-Learning, e-Management and e-Services (01.12.2013)
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Conference Proceeding
Using feature selection and association rule mining to evaluate digital courseware
Singh, Shaveen, Lal, Sunil Pranit
Published in 2013 Eleventh International Conference on ICT and Knowledge Engineering (01.11.2013)
Published in 2013 Eleventh International Conference on ICT and Knowledge Engineering (01.11.2013)
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Conference Proceeding
Supporting sustainable student learning at USP through the use of ePortfolios
Singh, Shaveen, Jokhan, Anjeela, Sharma, Bibhya Nand, Lindley, David
Published in 2013 IEEE Conference on e-Learning, e-Management and e-Services (01.12.2013)
Published in 2013 IEEE Conference on e-Learning, e-Management and e-Services (01.12.2013)
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Conference Proceeding